Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 118080 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.3 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 16 |
Timestamp has a high cardinality: 118080 distinct values | High cardinality |
ActivePower is highly overall correlated with BearingShaftTemperature and 8 other fields | High correlation |
AmbientTemperatue is highly overall correlated with MainBoxTemperature | High correlation |
BearingShaftTemperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
GearboxBearingTemperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
GearboxOilTemperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
GeneratorRPM is highly overall correlated with ActivePower and 8 other fields | High correlation |
GeneratorWinding1Temperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
GeneratorWinding2Temperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
HubTemperature is highly overall correlated with BearingShaftTemperature and 1 other fields | High correlation |
MainBoxTemperature is highly overall correlated with AmbientTemperatue and 1 other fields | High correlation |
NacellePosition is highly overall correlated with WindDirection | High correlation |
ReactivePower is highly overall correlated with ActivePower and 7 other fields | High correlation |
RotorRPM is highly overall correlated with ActivePower and 8 other fields | High correlation |
WindDirection is highly overall correlated with NacellePosition | High correlation |
WindSpeed is highly overall correlated with ActivePower and 8 other fields | High correlation |
TurbineStatus is highly skewed (γ1 = 243.3925405) | Skewed |
Timestamp is uniformly distributed | Uniform |
Timestamp has unique values | Unique |
RotorRPM has 2809 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-06 05:34:07.053857 |
|---|---|
| Analysis finished | 2024-02-06 05:34:38.734219 |
| Duration | 31.68 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Timestamp
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 118080 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 922.6 KiB |
| 2018-01-01 00:00:00+00:00 | 1 |
|---|---|
| 2019-07-01 17:40:00+00:00 | 1 |
| 2019-07-01 17:20:00+00:00 | 1 |
| 2019-07-01 17:10:00+00:00 | 1 |
| 2019-07-01 17:00:00+00:00 | 1 |
| Other values (118075) |
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 25 |
| Min length | 25 |
Characters and Unicode
| Total characters | 2952000 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 5 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 118080 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2018-01-01 00:00:00+00:00 |
|---|---|
| 2nd row | 2018-01-01 00:10:00+00:00 |
| 3rd row | 2018-01-01 00:20:00+00:00 |
| 4th row | 2018-01-01 00:30:00+00:00 |
| 5th row | 2018-01-01 00:40:00+00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2018-01-01 00:00:00+00:00 | 1 | < 0.1% |
| 2019-07-01 17:40:00+00:00 | 1 | < 0.1% |
| 2019-07-01 17:20:00+00:00 | 1 | < 0.1% |
| 2019-07-01 17:10:00+00:00 | 1 | < 0.1% |
| 2019-07-01 17:00:00+00:00 | 1 | < 0.1% |
| 2019-07-01 16:50:00+00:00 | 1 | < 0.1% |
| 2019-07-01 16:40:00+00:00 | 1 | < 0.1% |
| 2019-07-01 16:30:00+00:00 | 1 | < 0.1% |
| 2019-07-01 16:20:00+00:00 | 1 | < 0.1% |
| 2019-07-01 16:10:00+00:00 | 1 | < 0.1% |
| Other values (118070) | 118070 |
Length
| Value | Count | Frequency (%) |
| 02:40:00+00:00 | 820 | 0.3% |
| 09:20:00+00:00 | 820 | 0.3% |
| 12:10:00+00:00 | 820 | 0.3% |
| 12:00:00+00:00 | 820 | 0.3% |
| 11:50:00+00:00 | 820 | 0.3% |
| 11:40:00+00:00 | 820 | 0.3% |
| 11:20:00+00:00 | 820 | 0.3% |
| 11:10:00+00:00 | 820 | 0.3% |
| 11:00:00+00:00 | 820 | 0.3% |
| 10:50:00+00:00 | 820 | 0.3% |
| Other values (954) | 227960 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1187976 | |
| : | 354240 | 12.0% |
| 1 | 289992 | 9.8% |
| 2 | 256584 | 8.7% |
| - | 236160 | 8.0% |
| 118080 | 4.0% | |
| + | 118080 | 4.0% |
| 8 | 82992 | 2.8% |
| 9 | 82416 | 2.8% |
| 3 | 64968 | 2.2% |
| Other values (4) | 160512 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2125440 | |
| Other Punctuation | 354240 | 12.0% |
| Dash Punctuation | 236160 | 8.0% |
| Space Separator | 118080 | 4.0% |
| Math Symbol | 118080 | 4.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1187976 | |
| 1 | 289992 | 13.6% |
| 2 | 256584 | 12.1% |
| 8 | 82992 | 3.9% |
| 9 | 82416 | 3.9% |
| 3 | 64968 | 3.1% |
| 5 | 50112 | 2.4% |
| 4 | 49824 | 2.3% |
| 7 | 30432 | 1.4% |
| 6 | 30144 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 354240 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 236160 |
Space Separator
| Value | Count | Frequency (%) |
| 118080 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 118080 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2952000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1187976 | |
| : | 354240 | 12.0% |
| 1 | 289992 | 9.8% |
| 2 | 256584 | 8.7% |
| - | 236160 | 8.0% |
| 118080 | 4.0% | |
| + | 118080 | 4.0% |
| 8 | 82992 | 2.8% |
| 9 | 82416 | 2.8% |
| 3 | 64968 | 2.2% |
| Other values (4) | 160512 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2952000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1187976 | |
| : | 354240 | 12.0% |
| 1 | 289992 | 9.8% |
| 2 | 256584 | 8.7% |
| - | 236160 | 8.0% |
| 118080 | 4.0% | |
| + | 118080 | 4.0% |
| 8 | 82992 | 2.8% |
| 9 | 82416 | 2.8% |
| 3 | 64968 | 2.2% |
| Other values (4) | 160512 | 5.4% |
ActivePower
Real number (ℝ)
| Distinct | 94085 |
|---|---|
| Distinct (%) | 79.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 619.10981 |
| Minimum | -38.524659 |
|---|---|
| Maximum | 1779.0324 |
| Zeros | 594 |
| Zeros (%) | 0.5% |
| Negative | 15644 |
| Negative (%) | 13.2% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | -38.524659 |
|---|---|
| 5-th percentile | -6.1379592 |
| Q1 | 149.53115 |
| median | 619.10981 |
| Q3 | 839.50864 |
| 95-th percentile | 1719.1468 |
| Maximum | 1779.0324 |
| Range | 1817.5571 |
| Interquartile range (IQR) | 689.97749 |
Descriptive statistics
| Standard deviation | 547.56778 |
|---|---|
| Coefficient of variation (CV) | 0.88444372 |
| Kurtosis | -0.43662303 |
| Mean | 619.10981 |
| Median Absolute Deviation (MAD) | 408.51103 |
| Skewness | 0.79234386 |
| Sum | 73104486 |
| Variance | 299830.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 619.1098054 | 23330 | 19.8% |
| 0 | 594 | 0.5% |
| 1730.6644 | 44 | < 0.1% |
| -0.0003023227 | 8 | < 0.1% |
| 1575.5742 | 5 | < 0.1% |
| -4.5095987 | 3 | < 0.1% |
| 1737.2281 | 3 | < 0.1% |
| 653.9309 | 3 | < 0.1% |
| 0.00043881143 | 3 | < 0.1% |
| 1720.429185 | 2 | < 0.1% |
| Other values (94075) | 94085 |
| Value | Count | Frequency (%) |
| -38.52465939 | 1 | |
| -38.31229862 | 1 | |
| -29.61263391 | 1 | |
| -22.1754245 | 1 | |
| -19.5226848 | 1 | |
| -15.5358763 | 1 | |
| -15.099586 | 1 | |
| -14.61247716 | 1 | |
| -14.59247 | 1 | |
| -13.87283633 | 1 |
| Value | Count | Frequency (%) |
| 1779.032433 | 1 | |
| 1768.1444 | 1 | |
| 1767.2888 | 1 | |
| 1757.2687 | 1 | |
| 1756.9816 | 1 | |
| 1749.25321 | 1 | |
| 1749.1084 | 1 | |
| 1748.4562 | 1 | |
| 1747.7269 | 1 | |
| 1746.1604 | 1 |
AmbientTemperatue
Real number (ℝ)
| Distinct | 93678 |
|---|---|
| Distinct (%) | 79.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.774654 |
| Minimum | 0 |
|---|---|
| Maximum | 42.405597 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.530926 |
| Q1 | 26.345902 |
| median | 28.774654 |
| Q3 | 30.719714 |
| 95-th percentile | 36.27812 |
| Maximum | 42.405597 |
| Range | 42.405597 |
| Interquartile range (IQR) | 4.3738121 |
Descriptive statistics
| Standard deviation | 3.8944719 |
|---|---|
| Coefficient of variation (CV) | 0.13534383 |
| Kurtosis | 0.7603081 |
| Mean | 28.774654 |
| Median Absolute Deviation (MAD) | 2.2195036 |
| Skewness | 0.39508418 |
| Sum | 3397711.2 |
| Variance | 15.166911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.77465406 | 24263 | 20.5% |
| 28.844826 | 44 | < 0.1% |
| 27.792393 | 25 | < 0.1% |
| 0 | 16 | < 0.1% |
| 32.6452 | 9 | < 0.1% |
| 27.792393 | 8 | < 0.1% |
| 37.102978 | 7 | < 0.1% |
| 22.40376 | 6 | < 0.1% |
| 29.266325 | 5 | < 0.1% |
| 35.003857 | 3 | < 0.1% |
| Other values (93668) | 93694 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 3.030066906 × 10-20 | 1 | < 0.1% |
| 11.13068395 | 1 | < 0.1% |
| 16.1116675 | 1 | < 0.1% |
| 18.1019715 | 1 | < 0.1% |
| 18.227419 | 1 | < 0.1% |
| 18.61710611 | 1 | < 0.1% |
| 18.71038822 | 1 | < 0.1% |
| 18.71183878 | 1 | < 0.1% |
| 18.7926749 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.4055965 | 1 | |
| 42.0209375 | 1 | |
| 42.00404011 | 1 | |
| 41.9483075 | 1 | |
| 41.92922722 | 1 | |
| 41.8949063 | 1 | |
| 41.8373459 | 1 | |
| 41.8097136 | 1 | |
| 41.78824589 | 1 | |
| 41.7411471 | 1 |
BearingShaftTemperature
Real number (ℝ)
| Distinct | 62287 |
|---|---|
| Distinct (%) | 52.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.010189 |
| Minimum | 0 |
|---|---|
| Maximum | 55.088655 |
| Zeros | 225 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 37.503213 |
| Q1 | 42.506199 |
| median | 43.010189 |
| Q3 | 43.299226 |
| 95-th percentile | 49.791328 |
| Maximum | 55.088655 |
| Range | 55.088655 |
| Interquartile range (IQR) | 0.7930271 |
Descriptive statistics
| Standard deviation | 4.0349551 |
|---|---|
| Coefficient of variation (CV) | 0.093813935 |
| Kurtosis | 25.873183 |
| Mean | 43.010189 |
| Median Absolute Deviation (MAD) | 0.39016936 |
| Skewness | -2.6209863 |
| Sum | 5078643.1 |
| Variance | 16.280862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43.01018906 | 55562 | |
| 0 | 225 | 0.2% |
| 43.509945 | 3 | < 0.1% |
| 50.526719 | 2 | < 0.1% |
| 40.17997 | 2 | < 0.1% |
| 50.352311 | 2 | < 0.1% |
| 48.221169 | 2 | < 0.1% |
| 42.09256887 | 2 | < 0.1% |
| 44.817422 | 2 | < 0.1% |
| 40.57874 | 1 | < 0.1% |
| Other values (62277) | 62277 |
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 13.51817567 | 1 | < 0.1% |
| 13.688085 | 1 | < 0.1% |
| 15.31223667 | 1 | < 0.1% |
| 16.119878 | 1 | < 0.1% |
| 16.805773 | 1 | < 0.1% |
| 17.263845 | 1 | < 0.1% |
| 18.43944 | 1 | < 0.1% |
| 18.901865 | 1 | < 0.1% |
| 19.473595 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.088655 | 1 | |
| 55.065134 | 1 | |
| 55.015868 | 1 | |
| 55.0057808 | 1 | |
| 54.9823555 | 1 | |
| 54.941518 | 1 | |
| 54.9390186 | 1 | |
| 54.9277441 | 1 | |
| 54.91379785 | 1 | |
| 54.8954128 | 1 |
GearboxBearingTemperature
Real number (ℝ)
| Distinct | 62314 |
|---|---|
| Distinct (%) | 52.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.23417 |
| Minimum | 0 |
|---|---|
| Maximum | 82.237932 |
| Zeros | 226 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 51.413712 |
| Q1 | 64.165676 |
| median | 64.23417 |
| Q3 | 65.457586 |
| 95-th percentile | 78.621308 |
| Maximum | 82.237932 |
| Range | 82.237932 |
| Interquartile range (IQR) | 1.2919099 |
Descriptive statistics
| Standard deviation | 7.6091523 |
|---|---|
| Coefficient of variation (CV) | 0.11845957 |
| Kurtosis | 11.503565 |
| Mean | 64.23417 |
| Median Absolute Deviation (MAD) | 0.67584715 |
| Skewness | -1.5322995 |
| Sum | 7584770.8 |
| Variance | 57.899198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64.23417012 | 55540 | |
| 0 | 226 | 0.2% |
| 67.55545 | 3 | < 0.1% |
| 59.57813475 | 1 | < 0.1% |
| 56.47278375 | 1 | < 0.1% |
| 58.18471157 | 1 | < 0.1% |
| 58.49054888 | 1 | < 0.1% |
| 58.45084287 | 1 | < 0.1% |
| 59.46783055 | 1 | < 0.1% |
| 59.58528975 | 1 | < 0.1% |
| Other values (62304) | 62304 |
| Value | Count | Frequency (%) |
| 0 | 226 | |
| 18.44888433 | 1 | < 0.1% |
| 20.80210867 | 1 | < 0.1% |
| 21.93258167 | 1 | < 0.1% |
| 23.00795 | 1 | < 0.1% |
| 23.89555 | 1 | < 0.1% |
| 23.918848 | 1 | < 0.1% |
| 24.04009 | 1 | < 0.1% |
| 25.15475875 | 1 | < 0.1% |
| 25.501198 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.237932 | 1 | |
| 82.2199136 | 1 | |
| 82.2035 | 1 | |
| 82.1906372 | 1 | |
| 82.143782 | 1 | |
| 82.1366646 | 1 | |
| 82.1098775 | 1 | |
| 82.1026621 | 1 | |
| 82.0936836 | 1 | |
| 82.0888711 | 1 |
GearboxOilTemperature
Real number (ℝ)
| Distinct | 62413 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.561217 |
| Minimum | 0 |
|---|---|
| Maximum | 70.764581 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50.333175 |
| Q1 | 56.870556 |
| median | 57.561217 |
| Q3 | 57.561217 |
| 95-th percentile | 66.982323 |
| Maximum | 70.764581 |
| Range | 70.764581 |
| Interquartile range (IQR) | 0.69066148 |
Descriptive statistics
| Standard deviation | 4.5985332 |
|---|---|
| Coefficient of variation (CV) | 0.079889436 |
| Kurtosis | 8.0129401 |
| Mean | 57.561217 |
| Median Absolute Deviation (MAD) | 0.31837033 |
| Skewness | -0.86587615 |
| Sum | 6796828.5 |
| Variance | 21.146508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57.56121733 | 55642 | |
| 53.83944 | 7 | < 0.1% |
| 49.841103 | 3 | < 0.1% |
| 57.242847 | 3 | < 0.1% |
| 0 | 3 | < 0.1% |
| 58.44239 | 2 | < 0.1% |
| 59.118063 | 2 | < 0.1% |
| 55.309996 | 2 | < 0.1% |
| 52.35127 | 2 | < 0.1% |
| 61.8030382 | 2 | < 0.1% |
| Other values (62403) | 62412 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 26.79651467 | 1 | < 0.1% |
| 26.799627 | 1 | < 0.1% |
| 26.8113748 | 1 | < 0.1% |
| 26.8187311 | 1 | < 0.1% |
| 26.82125144 | 1 | < 0.1% |
| 26.83231133 | 1 | < 0.1% |
| 26.83423089 | 1 | < 0.1% |
| 26.841705 | 1 | < 0.1% |
| 26.8448739 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.76458113 | 1 | |
| 70.7387834 | 1 | |
| 70.726373 | 1 | |
| 70.7131655 | 1 | |
| 70.7074472 | 1 | |
| 70.7047985 | 1 | |
| 70.6811602 | 1 | |
| 70.6800354 | 1 | |
| 70.66814578 | 1 | |
| 70.6579964 | 1 |
GeneratorRPM
Real number (ℝ)
| Distinct | 61075 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1102.0263 |
| Minimum | 0 |
|---|---|
| Maximum | 1809.9417 |
| Zeros | 1037 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 83.949169 |
| Q1 | 1094.849 |
| median | 1102.0263 |
| Q3 | 1156.2887 |
| 95-th percentile | 1750.076 |
| Maximum | 1809.9417 |
| Range | 1809.9417 |
| Interquartile range (IQR) | 61.439692 |
Descriptive statistics
| Standard deviation | 383.55115 |
|---|---|
| Coefficient of variation (CV) | 0.34804175 |
| Kurtosis | 2.2158017 |
| Mean | 1102.0263 |
| Median Absolute Deviation (MAD) | 28.313314 |
| Skewness | -1.0874451 |
| Sum | 1.3012726 × 108 |
| Variance | 147111.49 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1102.026269 | 55785 | |
| 0 | 1037 | 0.9% |
| 1029.9807 | 3 | < 0.1% |
| 1290.1729 | 3 | < 0.1% |
| 1030.0546 | 3 | < 0.1% |
| 1029.96825 | 3 | < 0.1% |
| 1030.044 | 3 | < 0.1% |
| 1029.9868 | 3 | < 0.1% |
| 1030.0973 | 3 | < 0.1% |
| 1030.0489 | 2 | < 0.1% |
| Other values (61065) | 61235 |
| Value | Count | Frequency (%) |
| 0 | 1037 | |
| 0.3403373 | 1 | < 0.1% |
| 0.347509225 | 1 | < 0.1% |
| 0.3732631444 | 1 | < 0.1% |
| 0.3749087778 | 1 | < 0.1% |
| 0.3769242091 | 1 | < 0.1% |
| 0.3835448 | 1 | < 0.1% |
| 0.3925768 | 1 | < 0.1% |
| 0.3975889111 | 1 | < 0.1% |
| 0.4162656923 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1809.9417 | 1 | |
| 1793.65715 | 1 | |
| 1785.7526 | 1 | |
| 1781.184 | 1 | |
| 1779.9696 | 1 | |
| 1777.52295 | 1 | |
| 1776.1821 | 1 | |
| 1775.732767 | 1 | |
| 1773.95117 | 1 | |
| 1773.6787 | 1 |
GeneratorWinding1Temperature
Real number (ℝ)
| Distinct | 62407 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.460403 |
| Minimum | 0 |
|---|---|
| Maximum | 126.77303 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48.978679 |
| Q1 | 64.571718 |
| median | 72.460403 |
| Q3 | 72.460403 |
| 95-th percentile | 112.85608 |
| Maximum | 126.77303 |
| Range | 126.77303 |
| Interquartile range (IQR) | 7.8886852 |
Descriptive statistics
| Standard deviation | 16.452534 |
|---|---|
| Coefficient of variation (CV) | 0.22705551 |
| Kurtosis | 1.7988187 |
| Mean | 72.460403 |
| Median Absolute Deviation (MAD) | 1.84223 |
| Skewness | 1.0315191 |
| Sum | 8556124.4 |
| Variance | 270.68586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72.46040299 | 55653 | |
| 62.229546 | 7 | < 0.1% |
| 0 | 5 | < 0.1% |
| 50.16808 | 3 | < 0.1% |
| 67.04963 | 3 | < 0.1% |
| 114.848114 | 2 | < 0.1% |
| 66.437164 | 2 | < 0.1% |
| 68.416435 | 2 | < 0.1% |
| 90.815475 | 2 | < 0.1% |
| 53.27334 | 2 | < 0.1% |
| Other values (62397) | 62399 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 27.1780991 | 1 | < 0.1% |
| 27.17839578 | 1 | < 0.1% |
| 27.20894567 | 1 | < 0.1% |
| 27.2155078 | 1 | < 0.1% |
| 27.24492711 | 1 | < 0.1% |
| 27.28234022 | 1 | < 0.1% |
| 27.283243 | 1 | < 0.1% |
| 27.3229627 | 1 | < 0.1% |
| 27.3632903 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.7730308 | 1 | |
| 126.695327 | 1 | |
| 126.6502432 | 1 | |
| 126.6023713 | 1 | |
| 126.5623484 | 1 | |
| 126.556144 | 1 | |
| 126.5228585 | 1 | |
| 126.5223498 | 1 | |
| 126.5003853 | 1 | |
| 126.4818589 | 1 |
GeneratorWinding2Temperature
Real number (ℝ)
| Distinct | 62425 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.826659 |
| Minimum | 0 |
|---|---|
| Maximum | 126.04302 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48.460443 |
| Q1 | 63.768833 |
| median | 71.826659 |
| Q3 | 71.826659 |
| 95-th percentile | 112.29898 |
| Maximum | 126.04302 |
| Range | 126.04302 |
| Interquartile range (IQR) | 8.0578264 |
Descriptive statistics
| Standard deviation | 16.471989 |
|---|---|
| Coefficient of variation (CV) | 0.22932974 |
| Kurtosis | 1.7791113 |
| Mean | 71.826659 |
| Median Absolute Deviation (MAD) | 1.8987506 |
| Skewness | 1.0434466 |
| Sum | 8481291.9 |
| Variance | 271.32642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71.82665932 | 55631 | |
| 61.686092 | 7 | < 0.1% |
| 0 | 5 | < 0.1% |
| 49.75333 | 3 | < 0.1% |
| 66.4111 | 3 | < 0.1% |
| 51.022415 | 2 | < 0.1% |
| 61.89688 | 2 | < 0.1% |
| 65.577225 | 2 | < 0.1% |
| 114.21849 | 2 | < 0.1% |
| 68.0335346 | 2 | < 0.1% |
| Other values (62415) | 62421 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 26.9411411 | 1 | < 0.1% |
| 26.96148544 | 1 | < 0.1% |
| 26.99946544 | 1 | < 0.1% |
| 27.03277189 | 1 | < 0.1% |
| 27.04038022 | 1 | < 0.1% |
| 27.0749868 | 1 | < 0.1% |
| 27.1180875 | 1 | < 0.1% |
| 27.15934869 | 1 | < 0.1% |
| 27.20134823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.0430176 | 1 | |
| 125.9687988 | 1 | |
| 125.9227522 | 1 | |
| 125.8888851 | 1 | |
| 125.8427976 | 1 | |
| 125.8374666 | 1 | |
| 125.7856394 | 1 | |
| 125.7829339 | 1 | |
| 125.7711597 | 1 | |
| 125.7508729 | 1 |
HubTemperature
Real number (ℝ)
| Distinct | 38117 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.897978 |
| Minimum | 0 |
|---|---|
| Maximum | 47.996185 |
| Zeros | 305 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31.002037 |
| Q1 | 36.897978 |
| median | 36.897978 |
| Q3 | 37.327458 |
| 95-th percentile | 43.003815 |
| Maximum | 47.996185 |
| Range | 47.996185 |
| Interquartile range (IQR) | 0.42948071 |
Descriptive statistics
| Standard deviation | 3.7648271 |
|---|---|
| Coefficient of variation (CV) | 0.10203343 |
| Kurtosis | 24.123305 |
| Mean | 36.897978 |
| Median Absolute Deviation (MAD) | 0.10583743 |
| Skewness | -2.5405902 |
| Sum | 4356913.2 |
| Variance | 14.173923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.89797757 | 55674 | |
| 39.996185 | 1085 | 0.9% |
| 40.003815 | 963 | 0.8% |
| 41.996185 | 932 | 0.8% |
| 43.996185 | 850 | 0.7% |
| 42.003815 | 750 | 0.6% |
| 37.996185 | 682 | 0.6% |
| 36.996185 | 652 | 0.6% |
| 38.003815 | 639 | 0.5% |
| 34.996185 | 544 | 0.5% |
| Other values (38107) | 55309 |
| Value | Count | Frequency (%) |
| 0 | 305 | |
| 3.0937654 | 1 | < 0.1% |
| 4.0806705 | 1 | < 0.1% |
| 5.6548783 | 1 | < 0.1% |
| 7.4043364 | 1 | < 0.1% |
| 7.75139275 | 1 | < 0.1% |
| 8.219612111 | 1 | < 0.1% |
| 10.24810462 | 1 | < 0.1% |
| 10.50502857 | 1 | < 0.1% |
| 12.67044333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 47.996185 | 2 | < 0.1% |
| 47.996185 | 22 | |
| 47.9961751 | 1 | < 0.1% |
| 47.9959882 | 1 | < 0.1% |
| 47.9959267 | 1 | < 0.1% |
| 47.9951293 | 1 | < 0.1% |
| 47.9950792 | 1 | < 0.1% |
| 47.994031 | 1 | < 0.1% |
| 47.9938994 | 1 | < 0.1% |
| 47.9930207 | 1 | < 0.1% |
MainBoxTemperature
Real number (ℝ)
| Distinct | 49146 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.547603 |
| Minimum | 0 |
|---|---|
| Maximum | 54.25 |
| Zeros | 228 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32.861408 |
| Q1 | 39.151252 |
| median | 39.547603 |
| Q3 | 39.841104 |
| 95-th percentile | 46.921082 |
| Maximum | 54.25 |
| Range | 54.25 |
| Interquartile range (IQR) | 0.68985192 |
Descriptive statistics
| Standard deviation | 4.1709983 |
|---|---|
| Coefficient of variation (CV) | 0.10546779 |
| Kurtosis | 16.17153 |
| Mean | 39.547603 |
| Median Absolute Deviation (MAD) | 0.34827442 |
| Skewness | -1.5189205 |
| Sum | 4669780.9 |
| Variance | 17.397227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.5476025 | 55573 | |
| 0 | 228 | 0.2% |
| 39.375 | 46 | < 0.1% |
| 39.625 | 43 | < 0.1% |
| 39.5625 | 42 | < 0.1% |
| 39.3125 | 42 | < 0.1% |
| 40 | 41 | < 0.1% |
| 39.8125 | 39 | < 0.1% |
| 39.1875 | 39 | < 0.1% |
| 34.875 | 38 | < 0.1% |
| Other values (49136) | 61949 |
| Value | Count | Frequency (%) |
| 0 | 228 | |
| 14.16666667 | 1 | < 0.1% |
| 15.16666667 | 1 | < 0.1% |
| 15.22916667 | 1 | < 0.1% |
| 15.65 | 1 | < 0.1% |
| 15.8875 | 1 | < 0.1% |
| 15.9375 | 1 | < 0.1% |
| 16.28125 | 1 | < 0.1% |
| 16.34375 | 1 | < 0.1% |
| 16.46875 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.25 | 1 | < 0.1% |
| 54.2310007 | 1 | < 0.1% |
| 54.2301537 | 1 | < 0.1% |
| 54.18125 | 1 | < 0.1% |
| 54.175 | 1 | < 0.1% |
| 54.125 | 1 | < 0.1% |
| 54.1000004 | 1 | < 0.1% |
| 54.0657855 | 1 | < 0.1% |
| 54.002976 | 1 | < 0.1% |
| 54 | 4 |
NacellePosition
Real number (ℝ)
| Distinct | 6665 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.29054 |
| Minimum | 0 |
|---|---|
| Maximum | 357 |
| Zeros | 242 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 82.571429 |
| Q1 | 172 |
| median | 196.29054 |
| Q3 | 196.29054 |
| 95-th percentile | 338 |
| Maximum | 357 |
| Range | 357 |
| Interquartile range (IQR) | 24.290539 |
Descriptive statistics
| Standard deviation | 69.08082 |
|---|---|
| Coefficient of variation (CV) | 0.35193148 |
| Kurtosis | 0.79017077 |
| Mean | 196.29054 |
| Median Absolute Deviation (MAD) | 18.290539 |
| Skewness | 0.096969488 |
| Sum | 23177987 |
| Variance | 4772.1596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 196.2905395 | 45802 | |
| 178 | 1343 | 1.1% |
| 188 | 1289 | 1.1% |
| 172 | 1249 | 1.1% |
| 175 | 1201 | 1.0% |
| 182 | 1184 | 1.0% |
| 185 | 1089 | 0.9% |
| 166 | 981 | 0.8% |
| 169 | 938 | 0.8% |
| 163 | 926 | 0.8% |
| Other values (6655) | 62078 |
| Value | Count | Frequency (%) |
| 0 | 242 | |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1.2 | 5 | < 0.1% |
| 1.285714286 | 1 | < 0.1% |
| 1.384615385 | 1 | < 0.1% |
| 1.5 | 46 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 254 | |
| 356.5 | 1 | < 0.1% |
| 356.4 | 1 | < 0.1% |
| 356.25 | 5 | < 0.1% |
| 356 | 5 | < 0.1% |
| 355.875 | 1 | < 0.1% |
| 355.8 | 3 | < 0.1% |
| 355.7142857 | 1 | < 0.1% |
| 355.6666667 | 1 | < 0.1% |
| 355.5 | 67 | 0.1% |
ReactivePower
Real number (ℝ)
| Distinct | 94041 |
|---|---|
| Distinct (%) | 79.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.133966 |
| Minimum | -203.18259 |
|---|---|
| Maximum | 403.71362 |
| Zeros | 642 |
| Zeros (%) | 0.5% |
| Negative | 30592 |
| Negative (%) | 25.9% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | -203.18259 |
|---|---|
| 5-th percentile | -11.237191 |
| Q1 | -0.070556709 |
| median | 78.8718 |
| Q3 | 109.12157 |
| 95-th percentile | 347.30663 |
| Maximum | 403.71362 |
| Range | 606.89621 |
| Interquartile range (IQR) | 109.19213 |
Descriptive statistics
| Standard deviation | 104.44382 |
|---|---|
| Coefficient of variation (CV) | 1.1850575 |
| Kurtosis | 0.65962742 |
| Mean | 88.133966 |
| Median Absolute Deviation (MAD) | 77.359656 |
| Skewness | 1.2524131 |
| Sum | 10406859 |
| Variance | 10908.512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.13396554 | 23332 | 19.8% |
| 0 | 642 | 0.5% |
| 347.36203 | 44 | < 0.1% |
| -0.00027750563 | 8 | < 0.1% |
| 344.7782 | 5 | < 0.1% |
| -9.131027 | 3 | < 0.1% |
| 350.4541 | 3 | < 0.1% |
| -0.00022257098 | 3 | < 0.1% |
| 141.31088 | 3 | < 0.1% |
| 131.60054 | 2 | < 0.1% |
| Other values (94031) | 94035 |
| Value | Count | Frequency (%) |
| -203.1825914 | 1 | |
| -174.5518927 | 1 | |
| -169.4634724 | 1 | |
| -117.1323872 | 1 | |
| -100.1500902 | 1 | |
| -97.24960768 | 1 | |
| -94.45873506 | 1 | |
| -91.37651038 | 1 | |
| -87.38554 | 1 | |
| -83.13738821 | 1 |
| Value | Count | Frequency (%) |
| 403.71362 | 1 | |
| 368.53287 | 1 | |
| 363.3544544 | 1 | |
| 363.3376 | 1 | |
| 361.0306444 | 1 | |
| 359.637151 | 1 | |
| 359.364468 | 1 | |
| 358.0305657 | 1 | |
| 357.56088 | 1 | |
| 355.519659 | 1 |
RotorRPM
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 59255 |
|---|---|
| Distinct (%) | 50.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9074996 |
| Minimum | 0 |
|---|---|
| Maximum | 16.273495 |
| Zeros | 2809 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75913661 |
| Q1 | 9.8452371 |
| median | 9.9074996 |
| Q3 | 10.368189 |
| 95-th percentile | 15.692031 |
| Maximum | 16.273495 |
| Range | 16.273495 |
| Interquartile range (IQR) | 0.52295207 |
Descriptive statistics
| Standard deviation | 3.4225286 |
|---|---|
| Coefficient of variation (CV) | 0.34544826 |
| Kurtosis | 2.3156707 |
| Mean | 9.9074996 |
| Median Absolute Deviation (MAD) | 0.24482092 |
| Skewness | -1.1067378 |
| Sum | 1169877.6 |
| Variance | 11.713702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.907499647 | 55953 | |
| 0 | 2809 | 2.4% |
| 11.564648 | 3 | < 0.1% |
| 15.64166 | 2 | < 0.1% |
| 9.24340475 | 2 | < 0.1% |
| 15.7423604 | 2 | < 0.1% |
| 9.2365331 | 2 | < 0.1% |
| 9.235785 | 2 | < 0.1% |
| 15.71970289 | 2 | < 0.1% |
| 9.2384215 | 2 | < 0.1% |
| Other values (59245) | 59301 |
| Value | Count | Frequency (%) |
| 0 | 2809 | |
| 0.0179586 | 1 | < 0.1% |
| 0.01817334783 | 1 | < 0.1% |
| 0.02904230133 | 1 | < 0.1% |
| 0.0326684 | 1 | < 0.1% |
| 0.03492094267 | 1 | < 0.1% |
| 0.03532348 | 1 | < 0.1% |
| 0.044406277 | 1 | < 0.1% |
| 0.0453589 | 1 | < 0.1% |
| 0.04704583333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.273495 | 1 | |
| 16.070668 | 1 | |
| 16.001965 | 1 | |
| 15.994752 | 1 | |
| 15.993397 | 1 | |
| 15.979916 | 1 | |
| 15.94556267 | 1 | |
| 15.94000075 | 1 | |
| 15.91702483 | 1 | |
| 15.9161951 | 1 |
TurbineStatus
Real number (ℝ)
| Distinct | 354 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2280.4292 |
| Minimum | 0 |
|---|---|
| Maximum | 65746528 |
| Zeros | 203 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 29 |
| Q3 | 2280.4292 |
| 95-th percentile | 2280.4292 |
| Maximum | 65746528 |
| Range | 65746528 |
| Interquartile range (IQR) | 2278.4292 |
Descriptive statistics
| Standard deviation | 261744.49 |
|---|---|
| Coefficient of variation (CV) | 114.77861 |
| Kurtosis | 59310.826 |
| Mean | 2280.4292 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 243.39254 |
| Sum | 2.6927308 × 108 |
| Variance | 6.8510177 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2280.429214 | 55172 | |
| 2 | 55073 | |
| 1 | 2159 | 1.8% |
| 3 | 1100 | 0.9% |
| 16384 | 782 | 0.7% |
| 512 | 286 | 0.2% |
| 4 | 264 | 0.2% |
| 8192 | 239 | 0.2% |
| 1024 | 225 | 0.2% |
| 0 | 203 | 0.2% |
| Other values (344) | 2577 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 203 | 0.2% |
| 1 | 2159 | 1.8% |
| 2 | 55073 | |
| 3 | 1100 | 0.9% |
| 4 | 264 | 0.2% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65746528 | 1 | < 0.1% |
| 61376732 | 1 | < 0.1% |
| 16384 | 782 | |
| 15604 | 1 | < 0.1% |
| 15522 | 1 | < 0.1% |
| 15474 | 2 | < 0.1% |
| 15124 | 1 | < 0.1% |
| 13927 | 2 | < 0.1% |
| 13312 | 1 | < 0.1% |
| 12544 | 1 | < 0.1% |
WindDirection
Real number (ℝ)
| Distinct | 6665 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.29054 |
| Minimum | 0 |
|---|---|
| Maximum | 357 |
| Zeros | 242 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 82.571429 |
| Q1 | 172 |
| median | 196.29054 |
| Q3 | 196.29054 |
| 95-th percentile | 338 |
| Maximum | 357 |
| Range | 357 |
| Interquartile range (IQR) | 24.290539 |
Descriptive statistics
| Standard deviation | 69.08082 |
|---|---|
| Coefficient of variation (CV) | 0.35193148 |
| Kurtosis | 0.79017077 |
| Mean | 196.29054 |
| Median Absolute Deviation (MAD) | 18.290539 |
| Skewness | 0.096969488 |
| Sum | 23177987 |
| Variance | 4772.1596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 196.2905395 | 45802 | |
| 178 | 1343 | 1.1% |
| 188 | 1289 | 1.1% |
| 172 | 1249 | 1.1% |
| 175 | 1201 | 1.0% |
| 182 | 1184 | 1.0% |
| 185 | 1089 | 0.9% |
| 166 | 981 | 0.8% |
| 169 | 938 | 0.8% |
| 163 | 926 | 0.8% |
| Other values (6655) | 62078 |
| Value | Count | Frequency (%) |
| 0 | 242 | |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1.2 | 5 | < 0.1% |
| 1.285714286 | 1 | < 0.1% |
| 1.384615385 | 1 | < 0.1% |
| 1.5 | 46 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 254 | |
| 356.5 | 1 | < 0.1% |
| 356.4 | 1 | < 0.1% |
| 356.25 | 5 | < 0.1% |
| 356 | 5 | < 0.1% |
| 355.875 | 1 | < 0.1% |
| 355.8 | 3 | < 0.1% |
| 355.7142857 | 1 | < 0.1% |
| 355.6666667 | 1 | < 0.1% |
| 355.5 | 67 | 0.1% |
WindSpeed
Real number (ℝ)
| Distinct | 94225 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8789597 |
| Minimum | 0 |
|---|---|
| Maximum | 22.970893 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 922.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.4793121 |
| Q1 | 4.2833957 |
| median | 5.8789597 |
| Q3 | 6.9334885 |
| 95-th percentile | 10.222288 |
| Maximum | 22.970893 |
| Range | 22.970893 |
| Interquartile range (IQR) | 2.6500929 |
Descriptive statistics
| Standard deviation | 2.3442014 |
|---|---|
| Coefficient of variation (CV) | 0.39874426 |
| Kurtosis | 1.5363756 |
| Mean | 5.8789597 |
| Median Absolute Deviation (MAD) | 1.3613995 |
| Skewness | 0.85580568 |
| Sum | 694187.57 |
| Variance | 5.4952803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.878959737 | 23485 | 19.9% |
| 10.014299 | 47 | < 0.1% |
| 2.5037 | 33 | < 0.1% |
| 0 | 13 | < 0.1% |
| 2.7512999 | 12 | < 0.1% |
| 4.8122997 | 11 | < 0.1% |
| 4.4438 | 10 | < 0.1% |
| 5.0382 | 10 | < 0.1% |
| 4.6636996 | 9 | < 0.1% |
| 6.3863 | 8 | < 0.1% |
| Other values (94215) | 94442 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.9 | 1 | < 0.1% |
| 0.957314967 | 1 | < 0.1% |
| 0.9623049455 | 1 | < 0.1% |
| 0.9802399545 | 1 | < 0.1% |
| 0.9999894142 | 1 | < 0.1% |
| 1.000244378 | 1 | < 0.1% |
| 1.00773494 | 1 | < 0.1% |
| 1.022844389 | 1 | < 0.1% |
| 1.028254936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.97089311 | 1 | |
| 22.172939 | 1 | |
| 22.0232 | 1 | |
| 21.3920984 | 1 | |
| 20.17535792 | 1 | |
| 20.12793935 | 1 | |
| 19.9989395 | 1 | |
| 19.94138874 | 1 | |
| 19.55962193 | 1 | |
| 19.49505932 | 1 |
| ActivePower | AmbientTemperatue | BearingShaftTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ActivePower | 1.000 | -0.068 | 0.533 | 0.685 | 0.642 | 0.746 | 0.698 | 0.698 | 0.239 | 0.068 | 0.014 | 0.718 | 0.746 | -0.007 | 0.014 | 0.965 |
| AmbientTemperatue | -0.068 | 1.000 | 0.210 | 0.002 | 0.139 | -0.039 | 0.085 | 0.085 | 0.482 | 0.674 | -0.003 | -0.037 | -0.039 | 0.028 | -0.003 | -0.096 |
| BearingShaftTemperature | 0.533 | 0.210 | 1.000 | 0.734 | 0.676 | 0.641 | 0.759 | 0.758 | 0.701 | 0.425 | 0.132 | 0.461 | 0.641 | -0.046 | 0.132 | 0.521 |
| GearboxBearingTemperature | 0.685 | 0.002 | 0.734 | 1.000 | 0.832 | 0.870 | 0.775 | 0.775 | 0.387 | 0.187 | 0.086 | 0.629 | 0.868 | -0.111 | 0.086 | 0.690 |
| GearboxOilTemperature | 0.642 | 0.139 | 0.676 | 0.832 | 1.000 | 0.781 | 0.804 | 0.803 | 0.427 | 0.265 | 0.144 | 0.562 | 0.779 | -0.020 | 0.144 | 0.632 |
| GeneratorRPM | 0.746 | -0.039 | 0.641 | 0.870 | 0.781 | 1.000 | 0.805 | 0.806 | 0.288 | 0.080 | 0.093 | 0.681 | 0.994 | -0.106 | 0.093 | 0.754 |
| GeneratorWinding1Temperature | 0.698 | 0.085 | 0.759 | 0.775 | 0.804 | 0.805 | 1.000 | 0.998 | 0.419 | 0.230 | 0.155 | 0.549 | 0.806 | 0.141 | 0.155 | 0.677 |
| GeneratorWinding2Temperature | 0.698 | 0.085 | 0.758 | 0.775 | 0.803 | 0.806 | 0.998 | 1.000 | 0.419 | 0.230 | 0.155 | 0.549 | 0.806 | 0.143 | 0.155 | 0.677 |
| HubTemperature | 0.239 | 0.482 | 0.701 | 0.387 | 0.427 | 0.288 | 0.419 | 0.419 | 1.000 | 0.685 | 0.110 | 0.204 | 0.288 | -0.107 | 0.110 | 0.224 |
| MainBoxTemperature | 0.068 | 0.674 | 0.425 | 0.187 | 0.265 | 0.080 | 0.230 | 0.230 | 0.685 | 1.000 | 0.031 | 0.025 | 0.082 | 0.042 | 0.031 | 0.052 |
| NacellePosition | 0.014 | -0.003 | 0.132 | 0.086 | 0.144 | 0.093 | 0.155 | 0.155 | 0.110 | 0.031 | 1.000 | 0.180 | 0.094 | 0.068 | 1.000 | 0.009 |
| ReactivePower | 0.718 | -0.037 | 0.461 | 0.629 | 0.562 | 0.681 | 0.549 | 0.549 | 0.204 | 0.025 | 0.180 | 1.000 | 0.680 | -0.185 | 0.180 | 0.709 |
| RotorRPM | 0.746 | -0.039 | 0.641 | 0.868 | 0.779 | 0.994 | 0.806 | 0.806 | 0.288 | 0.082 | 0.094 | 0.680 | 1.000 | -0.101 | 0.094 | 0.754 |
| TurbineStatus | -0.007 | 0.028 | -0.046 | -0.111 | -0.020 | -0.106 | 0.141 | 0.143 | -0.107 | 0.042 | 0.068 | -0.185 | -0.101 | 1.000 | 0.068 | -0.041 |
| WindDirection | 0.014 | -0.003 | 0.132 | 0.086 | 0.144 | 0.093 | 0.155 | 0.155 | 0.110 | 0.031 | 1.000 | 0.180 | 0.094 | 0.068 | 1.000 | 0.009 |
| WindSpeed | 0.965 | -0.096 | 0.521 | 0.690 | 0.632 | 0.754 | 0.677 | 0.677 | 0.224 | 0.052 | 0.009 | 0.709 | 0.754 | -0.041 | 0.009 | 1.000 |
| Timestamp | ActivePower | AmbientTemperatue | BearingShaftTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018-01-01 00:00:00+00:00 | -5.357727 | 23.148729 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 8.000000 | -9.960830 | 9.9075 | 2280.429214 | 8.000000 | 2.279088 |
| 1 | 2018-01-01 00:10:00+00:00 | -5.822360 | 23.039754 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 300.428571 | -9.628441 | 9.9075 | 2280.429214 | 300.428571 | 2.339343 |
| 2 | 2018-01-01 00:20:00+00:00 | -5.279409 | 22.948703 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 340.000000 | -9.491235 | 9.9075 | 2280.429214 | 340.000000 | 2.455610 |
| 3 | 2018-01-01 00:30:00+00:00 | -4.648054 | 22.966851 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 345.000000 | -9.856136 | 9.9075 | 2280.429214 | 345.000000 | 2.026754 |
| 4 | 2018-01-01 00:40:00+00:00 | -4.684632 | 22.936520 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 345.000000 | -9.745593 | 9.9075 | 2280.429214 | 345.000000 | 1.831420 |
| 5 | 2018-01-01 00:50:00+00:00 | -4.756408 | 22.920777 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 345.000000 | -9.569932 | 9.9075 | 2280.429214 | 345.000000 | 1.653846 |
| 6 | 2018-01-01 01:00:00+00:00 | -5.089788 | 22.849093 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 343.500000 | -9.609845 | 9.9075 | 2280.429214 | 343.500000 | 1.633016 |
| 7 | 2018-01-01 01:10:00+00:00 | -5.111596 | 22.694583 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 324.500000 | -10.593364 | 9.9075 | 2280.429214 | 324.500000 | 2.088558 |
| 8 | 2018-01-01 01:20:00+00:00 | -5.277932 | 22.467294 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 306.500000 | -9.590201 | 9.9075 | 2280.429214 | 306.500000 | 2.090765 |
| 9 | 2018-01-01 01:30:00+00:00 | -4.439402 | 22.598289 | 43.010189 | 64.23417 | 57.561217 | 1102.026269 | 72.460403 | 71.826659 | 36.897978 | 39.547603 | 305.000000 | -9.176195 | 9.9075 | 2280.429214 | 305.000000 | 1.952239 |
| Timestamp | ActivePower | AmbientTemperatue | BearingShaftTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 118070 | 2020-03-30 22:20:00+00:00 | 145.027415 | 27.583998 | 46.363847 | 62.243332 | 56.684490 | 1030.098267 | 62.123103 | 61.174030 | 39.982463 | 37.375000 | 188.000000 | 28.709709 | 9.234751 | 2.0 | 188.000000 | 3.954384 |
| 118071 | 2020-03-30 22:30:00+00:00 | 147.223697 | 27.577234 | 46.223171 | 62.154613 | 56.514011 | 1030.347656 | 61.604346 | 60.651139 | 39.733410 | 37.210633 | 188.000000 | 29.910468 | 9.230950 | 2.0 | 188.000000 | 4.190217 |
| 118072 | 2020-03-30 22:40:00+00:00 | 117.706939 | 27.508489 | 46.088975 | 61.789414 | 56.285359 | 1029.891333 | 61.058479 | 60.123138 | 39.024528 | 37.034593 | 184.666667 | 22.846505 | 9.233694 | 2.0 | 184.666667 | 3.949295 |
| 118073 | 2020-03-30 22:50:00+00:00 | 99.670237 | 27.440426 | 45.941079 | 60.797234 | 55.886593 | 1029.654240 | 60.296511 | 59.359762 | 39.035784 | 36.846869 | 178.000000 | 20.129394 | 9.234792 | 2.0 | 178.000000 | 3.920965 |
| 118074 | 2020-03-30 23:00:00+00:00 | 90.331065 | 27.581193 | 45.819084 | 60.275851 | 55.552022 | 1029.805433 | 59.648732 | 58.729390 | 39.010394 | 36.650659 | 178.000000 | 17.792888 | 9.235228 | 2.0 | 178.000000 | 3.612339 |
| 118075 | 2020-03-30 23:10:00+00:00 | 70.044465 | 27.523741 | 45.711129 | 59.821165 | 55.193793 | 1029.870744 | 59.060367 | 58.148777 | 39.008931 | 36.476562 | 178.000000 | 13.775785 | 9.234004 | 2.0 | 178.000000 | 3.533445 |
| 118076 | 2020-03-30 23:20:00+00:00 | 40.833474 | 27.602882 | 45.598573 | 59.142038 | 54.798545 | 1030.160478 | 58.452003 | 57.550367 | 39.006759 | 36.328125 | 178.000000 | 8.088928 | 9.229370 | 2.0 | 178.000000 | 3.261231 |
| 118077 | 2020-03-30 23:30:00+00:00 | 20.777790 | 27.560925 | 45.462045 | 58.439439 | 54.380456 | 1030.137822 | 58.034071 | 57.099335 | 39.003815 | 36.131944 | 178.000000 | 4.355978 | 9.236802 | 2.0 | 178.000000 | 3.331839 |
| 118078 | 2020-03-30 23:40:00+00:00 | 62.091039 | 27.810472 | 45.343827 | 58.205413 | 54.079014 | 1030.178178 | 57.795387 | 56.847239 | 39.003815 | 36.007805 | 190.000000 | 12.018077 | 9.237374 | 2.0 | 190.000000 | 3.284468 |
| 118079 | 2020-03-30 23:50:00+00:00 | 68.664425 | 27.915828 | 45.231610 | 58.581716 | 54.080505 | 1029.834789 | 57.694813 | 56.741040 | 39.003815 | 35.914062 | 203.000000 | 14.439669 | 9.235532 | 2.0 | 203.000000 | 3.475205 |